---
title: "Chat models"
---

[Chat models](/oss/langchain/models) are language models that use a sequence of [messages](/oss/langchain/messages) as inputs and return messages as outputs (as opposed to using plain text). These are generally newer models.

<Info>
**If you'd like to write your own chat model, see [this how-to](/oss/how-to/custom_chat_model/).**

If you'd like to contribute an integration, see [Contributing integrations](/oss/contributing#add-a-new-integration).
</Info>

<Tabs>
<Tab title="OpenAI">

<CodeGroup>
```bash pip
pip install -qU "langchain[openai]"
```

```bash uv
uv add langchain[openai]
```
</CodeGroup>
```python
import getpass
import os

if not os.environ.get("OPENAI_API_KEY"):
  os.environ["OPENAI_API_KEY"] = getpass.getpass("Enter API key for OpenAI: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("gpt-4o-mini", model_provider="openai")
```
</Tab>
<Tab title="Anthropic">
```bash
pip install -qU "langchain[anthropic]"
```
```python
import getpass
import os

if not os.environ.get("ANTHROPIC_API_KEY"):
  os.environ["ANTHROPIC_API_KEY"] = getpass.getpass("Enter API key for Anthropic: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("claude-3-5-sonnet-latest", model_provider="anthropic")
```
</Tab>
<Tab title="Azure">
```bash
pip install -qU "langchain[azure]"
```
```python
import getpass
import os

if not os.environ.get("AZURE_OPENAI_API_KEY"):
  os.environ["AZURE_OPENAI_API_KEY"] = getpass.getpass("Enter API key for Azure: ")

from langchain_openai import AzureChatOpenAI

model = AzureChatOpenAI(
    azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
    azure_deployment=os.environ["AZURE_OPENAI_DEPLOYMENT_NAME"],
    openai_api_version=os.environ["AZURE_OPENAI_API_VERSION"],
)
```
</Tab>
<Tab title="Google Gemini">
```bash
pip install -qU "langchain[google-genai]"
```
```python
import getpass
import os

if not os.environ.get("GOOGLE_API_KEY"):
  os.environ["GOOGLE_API_KEY"] = getpass.getpass("Enter API key for Google Gemini: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("gemini-2.5-flash", model_provider="google_genai")
```
</Tab>
<Tab title="Google Vertex">
```bash
pip install -qU "langchain[google-vertexai]"
```
```python
# Ensure your VertexAI credentials are configured

from langchain.chat_models import init_chat_model

model = init_chat_model("gemini-2.5-flash", model_provider="google_vertexai")
```
</Tab>
<Tab title="AWS">
```bash
pip install -qU "langchain[aws]"
```
```python
# Ensure your AWS credentials are configured

from langchain.chat_models import init_chat_model

model = init_chat_model("anthropic.claude-3-5-sonnet-20240620-v1:0", model_provider="bedrock_converse")
```
</Tab>
<Tab title="Groq">
```bash
pip install -qU "langchain[groq]"
```
```python
import getpass
import os

if not os.environ.get("GROQ_API_KEY"):
  os.environ["GROQ_API_KEY"] = getpass.getpass("Enter API key for Groq: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("llama3-8b-8192", model_provider="groq")
```
</Tab>
<Tab title="Cohere">
```bash
pip install -qU "langchain[cohere]"
```
```python
import getpass
import os

if not os.environ.get("COHERE_API_KEY"):
  os.environ["COHERE_API_KEY"] = getpass.getpass("Enter API key for Cohere: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("command-r-plus", model_provider="cohere")
```
</Tab>
<Tab title="NVIDIA">
```bash
pip install -qU "langchain[langchain-nvidia-ai-endpoints]"
```
```python
import getpass
import os

if not os.environ.get("NVIDIA_API_KEY"):
  os.environ["NVIDIA_API_KEY"] = getpass.getpass("Enter API key for NVIDIA: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("meta/llama3-70b-instruct", model_provider="nvidia")
```
</Tab>
<Tab title="Fireworks AI">
```bash
pip install -qU "langchain[fireworks]"
```
```python
import getpass
import os

if not os.environ.get("FIREWORKS_API_KEY"):
  os.environ["FIREWORKS_API_KEY"] = getpass.getpass("Enter API key for Fireworks AI: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("accounts/fireworks/models/llama-v3p1-70b-instruct", model_provider="fireworks")
```
</Tab>
<Tab title="Mistral AI">
```bash
pip install -qU "langchain[mistralai]"
```
```python
import getpass
import os

if not os.environ.get("MISTRAL_API_KEY"):
  os.environ["MISTRAL_API_KEY"] = getpass.getpass("Enter API key for Mistral AI: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("mistral-large-latest", model_provider="mistralai")
```
</Tab>
<Tab title="Together AI">
```bash
pip install -qU "langchain[together]"
```
```python
import getpass
import os

if not os.environ.get("TOGETHER_API_KEY"):
  os.environ["TOGETHER_API_KEY"] = getpass.getpass("Enter API key for Together AI: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("mistralai/Mixtral-8x7B-Instruct-v0.1", model_provider="together")
```
</Tab>
<Tab title="IBM watsonx">
```bash
pip install -qU "langchain[langchain-ibm]"
```
```python
import getpass
import os

if not os.environ.get("WATSONX_APIKEY"):
  os.environ["WATSONX_APIKEY"] = getpass.getpass("Enter API key for IBM watsonx: ")

from langchain_ibm import ChatWatsonx

model = ChatWatsonx(
    model_id="ibm/granite-34b-code-instruct",
    url="https://us-south.ml.cloud.ibm.com",
    project_id="<WATSONX PROJECT_ID>"
)
```
</Tab>
<Tab title="Databricks">
```bash
pip install -qU "langchain[databricks-langchain]"
```
```python
import getpass
import os

if not os.environ.get("DATABRICKS_TOKEN"):
  os.environ["DATABRICKS_TOKEN"] = getpass.getpass("Enter API key for Databricks: ")

from databricks_langchain import ChatDatabricks

os.environ["DATABRICKS_HOST"] = "https://example.staging.cloud.databricks.com/serving-endpoints"

model = ChatDatabricks(endpoint="databricks-meta-llama-3-1-70b-instruct")
```
</Tab>
<Tab title="xAI">
```bash
pip install -qU "langchain[langchain-xai]"
```
```python
import getpass
import os

if not os.environ.get("XAI_API_KEY"):
  os.environ["XAI_API_KEY"] = getpass.getpass("Enter API key for xAI: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("grok-2", model_provider="xai")
```
</Tab>
<Tab title="Perplexity">
```bash
pip install -qU "langchain[langchain-perplexity]"
```
```python
import getpass
import os

if not os.environ.get("PPLX_API_KEY"):
  os.environ["PPLX_API_KEY"] = getpass.getpass("Enter API key for Perplexity: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("llama-3.1-sonar-small-128k-online", model_provider="perplexity")
```
</Tab>
<Tab title="DeepSeek">
```bash
pip install -qU "langchain[langchain-deepseek]"
```
```python
import getpass
import os

if not os.environ.get("DEEPSEEK_API_KEY"):
  os.environ["DEEPSEEK_API_KEY"] = getpass.getpass("Enter API key for DeepSeek: ")

from langchain.chat_models import init_chat_model

model = init_chat_model("deepseek-chat", model_provider="deepseek")
```
</Tab>
</Tabs>

```python
model.invoke("Hello, world!")
```

## Featured Providers

<Info>
**While all these LangChain classes support the indicated advanced feature, you may have**

to open the provider-specific documentation to learn which hosted models or backends support
the feature.
</Info>

| Provider | [Tool calling](/docs/how_to/tool_calling) | [Structured output](/docs/how_to/structured_output/) | JSON mode | Local | [Multimodal](/docs/how_to/multimodal_inputs/) | Package |
|----------|------------|-------------------|-----------|-------|------------|---------|
| [ChatAnthropic](/oss/integrations/chat/anthropic) | ✅ | ✅ | ❌ | ❌ | ✅ | [langchain-anthropic](https://python.langchain.com/api_reference/anthropic/chat_models/langchain_anthropic.chat_models.ChatAnthropic.html) |
| [ChatMistralAI](/oss/integrations/chat/mistralai) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-mistralai](https://python.langchain.com/api_reference/mistralai/chat_models/langchain_mistralai.chat_models.ChatMistralAI.html) |
| [ChatFireworks](/oss/integrations/chat/fireworks) | ✅ | ✅ | ✅ | ❌ | ❌ | [langchain-fireworks](https://python.langchain.com/api_reference/fireworks/chat_models/langchain_fireworks.chat_models.ChatFireworks.html) |
| [AzureChatOpenAI](/oss/integrations/chat/azure_chat_openai) | ✅ | ✅ | ✅ | ❌ | ✅ | [langchain-openai](https://python.langchain.com/api_reference/openai/chat_models/langchain_openai.chat_models.azure.AzureChatOpenAI.html) |
| [ChatOpenAI](/oss/integrations/chat/openai) | ✅ | ✅ | ✅ | ❌ | ✅ | [langchain-openai](https://python.langchain.com/api_reference/openai/chat_models/langchain_openai.chat_models.base.ChatOpenAI.html) |
| [ChatTogether](/oss/integrations/chat/together) | ✅ | ✅ | ✅ | ❌ | ❌ | [langchain-together](https://python.langchain.com/api_reference/together/chat_models/langchain_together.chat_models.ChatTogether.html) |
| [ChatVertexAI](/oss/integrations/chat/google_vertex_ai_palm) | ✅ | ✅ | ❌ | ❌ | ✅ | [langchain-google-vertexai](https://python.langchain.com/api_reference/google_vertexai/chat_models/langchain_google_vertexai.chat_models.ChatVertexAI.html) |
| [ChatGoogleGenerativeAI](/oss/integrations/chat/google_generative_ai) | ✅ | ✅ | ❌ | ❌ | ✅ | [langchain-google-genai](https://python.langchain.com/api_reference/google_genai/chat_models/langchain_google_genai.chat_models.ChatGoogleGenerativeAI.html) |
| [ChatGroq](/oss/integrations/chat/groq) | ✅ | ✅ | ✅ | ❌ | ❌ | [langchain-groq](https://python.langchain.com/api_reference/groq/chat_models/langchain_groq.chat_models.ChatGroq.html) |
| [ChatCohere](/oss/integrations/chat/cohere) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-cohere](https://python.langchain.com/api_reference/cohere/chat_models/langchain_cohere.chat_models.ChatCohere.html) |
| [ChatBedrock](/oss/integrations/chat/bedrock) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-aws](https://python.langchain.com/api_reference/aws/chat_models/langchain_aws.chat_models.bedrock.ChatBedrock.html) |
| [ChatHuggingFace](/oss/integrations/chat/huggingface) | ✅ | ✅ | ❌ | ✅ | ❌ | [langchain-huggingface](https://python.langchain.com/api_reference/huggingface/chat_models/langchain_huggingface.chat_models.huggingface.ChatHuggingFace.html) |
| [ChatNVIDIA](/oss/integrations/chat/nvidia_ai_endpoints) | ✅ | ✅ | ✅ | ✅ | ✅ | [langchain-nvidia-ai-endpoints](https://python.langchain.com/api_reference/nvidia_ai_endpoints/chat_models/langchain_nvidia_ai_endpoints.chat_models.ChatNVIDIA.html) |
| [ChatOllama](/oss/integrations/chat/ollama) | ✅ | ✅ | ✅ | ✅ | ❌ | [langchain-ollama](https://python.langchain.com/api_reference/ollama/chat_models/langchain_ollama.chat_models.ChatOllama.html) |
| [ChatLlamaCpp](/oss/integrations/chat/llamacpp) | ✅ | ✅ | ❌ | ✅ | ❌ | [langchain-community](https://python.langchain.com/api_reference/community/chat_models/langchain_community.chat_models.llamacpp.ChatLlamaCpp.html) |
| [ChatAI21](/oss/integrations/chat/ai21) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-ai21](https://python.langchain.com/api_reference/ai21/chat_models/langchain_ai21.chat_models.ChatAI21.html) |
| [ChatUpstage](/oss/integrations/chat/upstage) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-upstage](https://python.langchain.com/api_reference/upstage/chat_models/langchain_upstage.chat_models.ChatUpstage.html) |
| [ChatDatabricks](/oss/integrations/chat/databricks) | ✅ | ✅ | ❌ | ❌ | ❌ | [databricks-langchain](https://api-docs.databricks.com/python/databricks-ai-bridge/latest/databricks_langchain.html#databricks_langchain.ChatDatabricks) |
| [ChatWatsonx](/oss/integrations/chat/ibm_watsonx) | ✅ | ✅ | ✅ | ❌ | ❌ | [langchain-ibm](https://python.langchain.com/api_reference/ibm/chat_models/langchain_ibm.chat_models.ChatWatsonx.html) |
| [ChatXAI](/oss/integrations/chat/xai) | ✅ | ✅ | ❌ | ❌ | ❌ | [langchain-xai](https://python.langchain.com/api_reference/xai/chat_models/langchain_xai.chat_models.ChatXAI.html) |
| [ChatPerplexity](/oss/integrations/chat/perplexity) | ❌ | ✅ | ✅ | ❌ | ✅ | [langchain-perplexity](https://python.langchain.com/api_reference/perplexity/chat_models/langchain_perplexity.chat_models.ChatPerplexity.html) |

## All chat models

<Columns cols={3}>
<Card
    title="Abso"
    icon="link"
    href="/oss/integrations/chat/abso"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="AI21 Labs"
    icon="link"
    href="/oss/integrations/chat/ai21"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Alibaba Cloud PAI EAS"
    icon="link"
    href="/oss/integrations/chat/alibaba_cloud_pai_eas"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Anthropic"
    icon="link"
    href="/oss/integrations/chat/anthropic"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Anyscale"
    icon="link"
    href="/oss/integrations/chat/anyscale"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="AzureAIChatCompletionsModel"
    icon="link"
    href="/oss/integrations/chat/azure_ai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Azure OpenAI"
    icon="link"
    href="/oss/integrations/chat/azure_chat_openai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Azure ML Endpoint"
    icon="link"
    href="/oss/integrations/chat/azureml_chat_endpoint"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Baichuan Chat"
    icon="link"
    href="/oss/integrations/chat/baichuan"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Baidu Qianfan"
    icon="link"
    href="/oss/integrations/chat/baidu_qianfan_endpoint"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="AWS Bedrock"
    icon="link"
    href="/oss/integrations/chat/bedrock"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Cerebras"
    icon="link"
    href="/oss/integrations/chat/cerebras"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="CloudflareWorkersAI"
    icon="link"
    href="/oss/integrations/chat/cloudflare_workersai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Cohere"
    icon="link"
    href="/oss/integrations/chat/cohere"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ContextualAI"
    icon="link"
    href="/oss/integrations/chat/contextual"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Coze Chat"
    icon="link"
    href="/oss/integrations/chat/coze"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Dappier AI"
    icon="link"
    href="/oss/integrations/chat/dappier"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Databricks"
    icon="link"
    href="/oss/integrations/chat/databricks"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="DeepInfra"
    icon="link"
    href="/oss/integrations/chat/deepinfra"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="DeepSeek"
    icon="link"
    href="/oss/integrations/chat/deepseek"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Eden AI"
    icon="link"
    href="/oss/integrations/chat/edenai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="EverlyAI"
    icon="link"
    href="/oss/integrations/chat/everlyai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Featherless AI"
    icon="link"
    href="/oss/integrations/chat/featherless_ai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Fireworks"
    icon="link"
    href="/oss/integrations/chat/fireworks"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatFriendli"
    icon="link"
    href="/oss/integrations/chat/friendli"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Goodfire"
    icon="link"
    href="/oss/integrations/chat/goodfire"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Google Gemini"
    icon="link"
    href="/oss/integrations/chat/google_generative_ai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Google Cloud Vertex AI"
    icon="link"
    href="/oss/integrations/chat/google_vertex_ai_palm"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="GPTRouter"
    icon="link"
    href="/oss/integrations/chat/gpt_router"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="DigitalOcean Gradient"
    icon="link"
    href="/oss/integrations/chat/gradientai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="GreenNode"
    icon="link"
    href="/oss/integrations/chat/greennode"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Groq"
    icon="link"
    href="/oss/integrations/chat/groq"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatHuggingFace"
    icon="link"
    href="/oss/integrations/chat/huggingface"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="IBM watsonx.ai"
    icon="link"
    href="/oss/integrations/chat/ibm_watsonx"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="JinaChat"
    icon="link"
    href="/oss/integrations/chat/jinachat"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Kinetica"
    icon="link"
    href="/oss/integrations/chat/kinetica"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Konko"
    icon="link"
    href="/oss/integrations/chat/konko"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="LiteLLM"
    icon="link"
    href="/oss/integrations/chat/litellm"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Llama 2 Chat"
    icon="link"
    href="/oss/integrations/chat/llama2_chat"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Llama API"
    icon="link"
    href="/oss/integrations/chat/llama_api"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="LlamaEdge"
    icon="link"
    href="/oss/integrations/chat/llama_edge"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Llama.cpp"
    icon="link"
    href="/oss/integrations/chat/llamacpp"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="maritalk"
    icon="link"
    href="/oss/integrations/chat/maritalk"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="MiniMax"
    icon="link"
    href="/oss/integrations/chat/minimax"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="MistralAI"
    icon="link"
    href="/oss/integrations/chat/mistralai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="MLX"
    icon="link"
    href="/oss/integrations/chat/mlx"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ModelScope"
    icon="link"
    href="/oss/integrations/chat/modelscope_chat_endpoint"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Moonshot"
    icon="link"
    href="/oss/integrations/chat/moonshot"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Naver"
    icon="link"
    href="/oss/integrations/chat/naver"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Nebius"
    icon="link"
    href="/oss/integrations/chat/nebius"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Netmind"
    icon="link"
    href="/oss/integrations/chat/netmind"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="NVIDIA AI Endpoints"
    icon="link"
    href="/oss/integrations/chat/nvidia_ai_endpoints"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatOCIModelDeployment"
    icon="link"
    href="/oss/integrations/chat/oci_data_science"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="OCIGenAI"
    icon="link"
    href="/oss/integrations/chat/oci_generative_ai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatOctoAI"
    icon="link"
    href="/oss/integrations/chat/octoai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Ollama"
    icon="link"
    href="/oss/integrations/chat/ollama"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="OpenAI"
    icon="link"
    href="/oss/integrations/chat/openai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Outlines"
    icon="link"
    href="/oss/integrations/chat/outlines"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Perplexity"
    icon="link"
    href="/oss/integrations/chat/perplexity"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Pipeshift"
    icon="link"
    href="/oss/integrations/chat/pipeshift"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatPredictionGuard"
    icon="link"
    href="/oss/integrations/chat/predictionguard"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="PremAI"
    icon="link"
    href="/oss/integrations/chat/premai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="PromptLayer ChatOpenAI"
    icon="link"
    href="/oss/integrations/chat/promptlayer_chatopenai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Qwen QwQ"
    icon="link"
    href="/oss/integrations/chat/qwq"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Qwen"
    icon="link"
    href="/oss/integrations/chat/qwen"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Reka"
    icon="link"
    href="/oss/integrations/chat/reka"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="RunPod Chat Model"
    icon="link"
    href="/oss/integrations/chat/runpod"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="SambaNovaCloud"
    icon="link"
    href="/oss/integrations/chat/sambanova"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="SambaStudio"
    icon="link"
    href="/oss/integrations/chat/sambastudio"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatSeekrFlow"
    icon="link"
    href="/oss/integrations/chat/seekrflow"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Snowflake Cortex"
    icon="link"
    href="/oss/integrations/chat/snowflake"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="solar"
    icon="link"
    href="/oss/integrations/chat/solar"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="SparkLLM Chat"
    icon="link"
    href="/oss/integrations/chat/sparkllm"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Nebula (Symbl.ai)"
    icon="link"
    href="/oss/integrations/chat/symblai_nebula"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Tencent Hunyuan"
    icon="link"
    href="/oss/integrations/chat/tencent_hunyuan"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Together"
    icon="link"
    href="/oss/integrations/chat/together"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Tongyi Qwen"
    icon="link"
    href="/oss/integrations/chat/tongyi"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Upstage"
    icon="link"
    href="/oss/integrations/chat/upstage"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="vectara"
    icon="link"
    href="/oss/integrations/chat/vectara"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="vLLM Chat"
    icon="link"
    href="/oss/integrations/chat/vllm"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Volc Engine Maas"
    icon="link"
    href="/oss/integrations/chat/volcengine_maas"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatWriter"
    icon="link"
    href="/oss/integrations/chat/writer"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="xAI"
    icon="link"
    href="/oss/integrations/chat/xai"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Xinference"
    icon="link"
    href="/oss/integrations/chat/xinference"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="YandexGPT"
    icon="link"
    href="/oss/integrations/chat/yandex"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ChatYI"
    icon="link"
    href="/oss/integrations/chat/yi"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="Yuan2.0"
    icon="link"
    href="/oss/integrations/chat/yuan2"
    arrow="true"
    cta="View guide"
>
</Card>
<Card
    title="ZHIPU AI"
    icon="link"
    href="/oss/integrations/chat/zhipuai"
    arrow="true"
    cta="View guide"
>
</Card>
</Columns>


